In the quickly evolving world of computational intelligence and natural language processing, multi-vector embeddings have appeared as a groundbreaking approach to encoding complex data. This innovative framework is reshaping how systems understand and handle textual information, delivering unmatched functionalities in various use-cases.Traditional